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Farkhod Akhmedov

14 works

Department of Computer Engineering, Gachon University, Sujeong-gu, Seongnam-si 461-701, Gyeonggi-do, Republic of Korea

  1. Effective Methods of Categorical Data Encoding for Artificial Intelligence Algorithms

    Furkat Bolikulov, Rashid Nasimov, Akbar Rashidov +2

    ArticleMultidisciplinary Science and Engineering ResearchMathematics202420 citations
    ABI

  2. Real-Time Deep Learning-Based Drowsiness Detection: Leveraging Computer-Vision and Eye-Blink Analyses for Enhanced Road Safety

    Furkat Safarov, Farkhod Akhmedov, Akmalbek Abdusalomov +2

    ArticleSleep and Work-Related FatigueSensors202312 citations
    ABI

  3. Advancing Maritime Safety: Early Detection of Ship Fires through Computer Vision, Deep Learning Approaches, and Histogram Equalization Techniques

    Aziza Ergasheva, Farkhod Akhmedov, Akmalbek Abdusalomov +1

    ArticleFire Detection and Safety SystemsFire202412 citations
    ABI

  4. Online Machine Learning for Intrusion Detection in Electric Vehicle Charging Systems

    Fazliddin Makhmudov, Dusmurod Kilichev, Ulugbek Giyosov +1

    ArticleNetwork Security and Intrusion DetectionMathematics20257 citations
    ABI

  5. Dehazing Algorithm Integration with YOLO-v10 for Ship Fire Detection

    Farkhod Akhmedov, Rashid Nasimov, Akmalbek Abdusalomov

    ArticleFire Detection and Safety SystemsFire20247 citations
    ABI

  6. Masked Face Emotion Recognition Based on Facial Landmarks and Deep Learning Approaches for Visually Impaired People

    Mukhriddin Mukhiddinov, Oybek Djuraev, Farkhod Akhmedov +2

    ArticleFace recognition and analysisSensors20235 citations
    ABI

  7. Developing a Comprehensive Oil Spill Detection Model for Marine Environments

    Farkhod Akhmedov, Rashid Nasimov, Akmalbek Abdusalomov

    ArticleOil Spill Detection and MitigationRemote Sensing20245 citations
    ABI

  8. Early Poplar (Populus) Leaf-Based Disease Detection through Computer Vision, YOLOv8, and Contrast Stretching Technique

    Furkat Bolikulov, Akmalbek Abdusalomov, Rashid Nasimov +2

    ArticleSmart Agriculture and AISensors20242 citations
    ABI

  9. A Novel Oil Spill Dataset Augmentation Framework Using Object Extraction and Image Blending Techniques

    Farkhod Akhmedov, Halimjon Khujamatov, Mirjamol Abdullaev +1

    ArticleOil Spill Detection and MitigationRemote Sensing20252 citations
    ABI

  10. A Synthetic Data-Driven Approach for Oil Spill Detection: Fine-Tuning YOLOv11-Seg with LIC-Based Ocean Flow Modeling

    Farkhod Akhmedov, Khujakulov Toshtemir Abdikhafizovich, Furkat Bolikulov +1

    ArticleOil Spill Detection and MitigationJournal of Marine Science and Engineering20261 citations
    ABI

  11. Object Extraction-Based Comprehensive Ship Dataset Creation to Improve Ship Fire Detection

    Farkhod Akhmedov, Sanjar Mukhamadiev, Akmalbek Abdusalomov +1

    ArticleFire Detection and Safety SystemsFire20241 citations
    ABI

  12. Joint Driver State Classification Approach: Face Classification Model Development and Facial Feature Analysis Improvement

    Farkhod Akhmedov, Halimjon Khujamatov, Mirjamol Abdullaev +1

    ArticleSleep and Work-Related FatigueSensors20250 citations
    ABI

  13. Confidence-Aware Reward Shaping for Crypto Trading: A Comparative Study of Lightweight Uncertainty Estimation Methods

    Farkhod Akhmedov, Young Im Cho, Otabek Sattarov +4

    ArticleStock Market Forecasting MethodsMathematics20260 citations
    ABI

  14. Lightweight Point Cloud-Based 3D Tree Classification and Part-Segmentation Using PointNet++ with QAT

    Furkat Bolikulov, Jura Kuvandikov, Kudratjon Zohirov +3

    Preprint3D Shape Modeling and AnalysisSSRN Electronic Journal20260 citations
    ABI